Department of Biology, Loyola University Chicago, Chicago, Illinois.
Department of Computer Science, Loyola University Chicago, Chicago, Illinois.
Clin Cancer Res. 2017 Jul 1;23(13):3325-3333. doi: 10.1158/1078-0432.CCR-16-2809. Epub 2016 Dec 30.
Cisplatin is one of the most commonly used chemotherapy drugs worldwide and one of the most ototoxic. We sought to identify genetic variants that modulate cisplatin-associated ototoxicity (CAO). We performed a genome-wide association study (GWAS) of CAO using quantitative audiometry (4-12 kHz) in 511 testicular cancer survivors of European genetic ancestry. We performed polygenic modeling and functional analyses using a variety of publicly available databases. We used an electronic health record cohort to replicate our top mechanistic finding. One SNP, rs62283056, in the first intron of Mendelian deafness gene (wolframin ER transmembrane glycoprotein) and an expression quantitative trait locus (eQTL) for met genome-wide significance for association with CAO ( = 1.4 × 10). A significant interaction between cumulative cisplatin dose and rs62283056 genotype was evident, indicating that higher cisplatin doses exacerbate hearing loss in patients with the minor allele ( = 0.035). The association between decreased expression and hearing loss was replicated in an independent BioVU cohort ( = 18,620 patients, Bonferroni adjusted < 0.05). Beyond this top signal, we show CAO is a polygenic trait and that SNPs in and near 84 known Mendelian deafness genes are significantly enriched for low values in the GWAS ( = 0.048). We show for the first time the role of in CAO and document a statistically significant interaction between increasing cumulative cisplatin dose and rs62283056 genotype. Our clinical translational results demonstrate that pretherapy patient genotyping to minimize ototoxicity could be useful when deciding between cisplatin-based chemotherapy regimens of comparable efficacy with different cumulative doses. .
顺铂是全球最常用的化疗药物之一,也是最具耳毒性的药物之一。我们试图确定调节顺铂相关耳毒性(CAO)的遗传变异。我们使用欧洲遗传背景的 511 名睾丸癌幸存者的定量听力测试(4-12 kHz)进行了 CAO 的全基因组关联研究(GWAS)。我们使用各种公开可用的数据库进行了多基因建模和功能分析。我们使用电子健康记录队列来复制我们的主要机制发现。一个 SNP,rs62283056,位于 Mendelian 耳聋基因(沃尔弗林内质网跨膜糖蛋白)的第一内含子中,并且是与 CAO 相关的全基因组意义上的表达数量性状基因座(eQTL)( = 1.4 × 10)。累积顺铂剂量和 rs62283056 基因型之间存在显著的相互作用,表明携带次要等位基因的患者接受更高的顺铂剂量会加剧听力损失( = 0.035)。在独立的 BioVU 队列中复制了 表达降低与听力损失之间的关联( = 18,620 名患者,Bonferroni 调整后 < 0.05)。除了这个顶级信号之外,我们还表明 CAO 是一种多基因性状,并且在 GWAS 中,84 个已知的 Mendelian 耳聋基因中的 SNPs 及其附近区域的 SNP 显著富集了低 值( = 0.048)。我们首次展示了 在 CAO 中的作用,并记录了在增加累积顺铂剂量和 rs62283056 基因型之间存在统计学上显著的相互作用。我们的临床转化结果表明,在决定具有不同累积剂量的基于顺铂的化疗方案时,在化疗前对患者进行基因分型以最大程度地减少耳毒性可能是有用的。